State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

The durability and reliability of battery management systems in electric vehicles to forecast the state of charge (SoC) is a tedious task. As the process of battery degradation is usually non-linear, it is extremely cumbersome work to predict SoC estimation with substantially less degradation. This...

Full description

Bibliographic Details

Published in:	World Electric Vehicle Journal
Main Authors:	Venkatesan Chandran, Chandrashekhar K. Patil, Alagar Karthick, Dharmaraj Ganeshaperumal, Robbi Rahim, Aritra Ghosh
Format:	Article
Language:	English
Published:	MDPI AG 2021-03-01
Subjects:	lithium-ion battery battery management sustainable energy machine learning algorithms electric vehicles state of charge
Online Access:	https://www.mdpi.com/2032-6653/12/1/38